Enterprise AI & Software Engineering
Intelligence, engineered.
We design, build, and operate the AI systems enterprises run on — agentic workflows, production LLM platforms, and the data and cloud foundations beneath them. 400+ engineers. 250+ systems in production. Zero science projects.
Who we are
The engineering partner behind production AI
Ilmora was founded in 2016 on a simple observation: most enterprise AI fails not at the model, but at the engineering around it. Data pipelines that can’t feed it. Security reviews it can’t pass. Costs nobody forecast.
So we built a firm that treats AI as a systems discipline. Our teams pair applied researchers with platform engineers, and every engagement covers the full stack — from data foundations and cloud architecture to agent orchestration, evaluation, and the change management that makes adoption stick.
The result: 250+ systems in production across 12 countries, and a client retention rate of 98%.
Our storyServices
What we build
Sixteen practices, one delivery standard. Every engagement is led by senior engineers and shipped with production-grade rigor.
Industries
Deep in the domains that are hardest to automate
Regulated, legacy-heavy, high-stakes. That's where the ROI is — and where generic vendors stall. We bring domain architects, not just engineers.
Technology
Fluent across the modern stack
We are pragmatic about tools and opinionated about architecture. These are the platforms we deploy to production every week.
AI / ML
GPT & Claude APIs · LangGraph · PyTorch · vLLM · Weights & Biases
Data
Databricks · Snowflake · Kafka · dbt · Apache Iceberg
Cloud
AWS · Azure · Google Cloud · Kubernetes · Terraform
Engineering
TypeScript · Python · Go · React & Next.js · gRPC
How we work
Five stages. No surprises.
A delivery model refined over 250+ engagements — built to give your leadership visibility and your engineers momentum.
Discover
Two-week discovery: we audit your systems, data readiness, and workflows, then rank opportunities by ROI and feasibility.
Architect
Solution architecture, security review, and a delivery roadmap with milestones your board can hold us to.
Build
Senior-led squads ship in two-week sprints. You see working software from sprint one — never a slide deck.
Deploy
Hardened rollout with observability, evaluation suites, and staged release gates baked in from day one.
Scale
Post-launch optimization, cost tuning, and enablement so your teams own the platform — not depend on us.
Why Ilmora
Chosen when it has to work
Enterprises hire us after the pilot graveyard — when a system has to survive security review, scale review, and the CFO.
Senior engineers, no bench-filling
Median 9 years of experience across our 400+ engineers. The team that scopes your project is the team that builds it.
Enterprise-grade by default
SOC 2 Type II, ISO 27001, HIPAA and GDPR-ready delivery. Security review is a stage gate, not an afterthought.
Production AI, not demos
Every model ships with evaluation harnesses, guardrails, rollback plans, and cost monitoring. 250+ systems running in production.
Outcome-priced engagements
Fixed-scope delivery, team augmentation, or shared-outcome partnerships. 98% of clients renew — because the numbers hold up.
By the numbers
A decade of measurable delivery
Engineers & researchers
Enterprise projects delivered
Countries served
Client retention rate
Case studies
Results our clients report to their boards
Testimonials
What technology leaders say
“Ilmora scoped a 12-week pilot that our own team said would take a year. It hit production on week 11, and the ROI case wrote itself. They are the rare partner whose engineers out-argue our architects — politely.”
“We had three failed AI initiatives before Ilmora. The difference was discipline: evaluation suites before models, guardrails before launch, and a cost dashboard from day one. Two years later, their platform processes every document we receive.”
“Their team integrated with ours so cleanly that our board asked which engineers were Ilmora's. That's the compliment. Delivery was on time, on budget, and the handover documentation is the best we have ever received.”
From the blog
Engineering notes, not marketing
What our teams learn shipping AI systems — written for the engineers and architects who will build the next one.
Technology partners
Let’s scope your first initiative.
In a 45-minute consultation, our architects map your highest-ROI opportunity, outline a delivery plan, and give you a realistic budget range — no obligation.